Time-series forecasting on Electricity (MSE, DILATE)
0.103MSE (Best Run)DGF
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| DGF2026.06 | 0.103 | 0.128 | 0.052 | 0.021 | |
| Full finetuning2026.06 | 0.148 | 0.171 | 0.085 | 0.039 | |
| Moirai-base2026.06 | 0.182 | 0.202 | 0.111 | 0.046 | |
| STRIPEVariant=S+T2026.06 | 23.4 | 29.7 | 24.4 | 16.9 | |
| N-BEATSLoss=MSE2026.06 | 24.6 | — | — | 29.3 | |
| DeepAR2026.06 | 25.6 | 67.6 | 59.8 | 17.2 | |
| Diverse DPP2026.06 | 25.8 | 31.5 | 26.6 | 19.4 | |
| Variety Loss2026.06 | 27.7 | 29.4 | 24.7 | 21.6 | |
| cVAELoss=DILATE2026.06 | 27.8 | 28.9 | 24.6 | 22.4 | |
| Entropy Regularization2026.06 | 32.9 | 34.4 | 29.8 | 25.6 | |
| N-BEATSLoss=DILATE2026.06 | 38.9 | — | — | 20.7 |